For people who have become hemiplegic as a result of a stroke, a critical safety-related retraining area for physical functions is wheelchair transfers. In addition, to incorporate the relatively unsupervised home care into the rehabilitation process, clinicians require a better means to assess functional gains and provide effective training tools. Our goal is to develop a personalized training and clinical assessment instrument based on the Video-Based F-PAT (Functional Performance Assessment and Training) which relies on the manipulation of digitized videoclips. Our development objectives are (1) to enhance the pilot F-PAT web site to allow clinicians password-protected access to the digitized video and assessment information; and (2) to train an Occupational Therapist collaborator to create the personalized videotapes for patients to take home with them. Our clinical objective is to implement a 2-year evaluation of the F-PAT design concept with 30 subjects, divided in 3 groups, who as patients undergo acute rehabilitation at the VA Comprehensive Rehabilitation Center and are discharged to their homes or a sub-acute facility. This study has the dual goal of evaluating the effectiveness of the personalized training videotapes and the effectiveness of the video-based assessment methodology.